Universality and Emergent Computation in Cellular Neural Networks
Radu Dogaru · World scientific series on nonlinear science, series A · 2003
Basics: cellular neural networks (CNNs) examples of emergent phenomena simulating cellular neural networks and their dynamics. Universal computation at the cell level: binary cells continuous state cells applications and examples of the universal neural cells. Emergence in continuous-time systems - reaction-diffusion cellular neural networks: the theory of local activity as a tool for locating emergent behaviours practical steps in determining the edge of chaos domains. Emergence discrete-time systems - generalized cellular automata: with binary cells with continuous state cells. (Part contents)